Significant findings suggest that abnormal pulmonary blood flow could transform the endothelial cells into quasi-malignant cell phenotypes in PAH [70] We also observed that G6PD was negatively associated with the immune, stromal, and ESTIMATE scores in LUAD. This evidence concerns the gene G6PD and pulmonary arterial hypertension.